Projects per year
Organisation profile
Organisation profile
We explore the nature of intelligence and we build intelligent systems.
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
Fingerprint
Dive into the research topics where Artificial Intelligence and Machine Learning is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Andy Barnes
- Department of Computer Science - Lecturer, Visiting Researcher
- Centre for Climate Adaptation & Environment Research (CAER)
- Artificial Intelligence and Machine Learning
- Institute of Sustainability and Climate Change
Person: Research & Teaching, Core staff, Affiliate staff, Honorary / Visiting Staff
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Daniel Beechey
- Department of Computer Science - Postgraduate Research Student
- UKRI CDT in Accountable, Responsible and Transparent AI
- Artificial Intelligence and Machine Learning
Person: Postgraduate Research Student, Doctor of Philosophy
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Co-occurrence of antisocial behaviour and substance use from adolescence to early adulthood
Deng, J. (PI), Allen, J. (PI), Freeman, T. (CoI), Hammerton, G. (CoI) & Şimşek, Ö. (CoI)
1/10/24 → 31/03/28
Project: Research council
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Developing rainfall frequency models for critical infrastructure design in a changing environment
Kjeldsen, T. (PI) & Barnes, A. (CoI)
1/08/24 → 31/07/26
Project: Central government, health and local authorities
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XTREME: Mixed Reality Environment for Immersive Experience of Art and Culture
Yang, M. (PI)
1/01/24 → 31/12/26
Project: EU Commission
Research output
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360° 3D Photos from a Single 360° Input Image
Rey-Area, M. & Richardt, C., 31 May 2025, In: IEEE Transactions on Visualization and Computer Graphics. 31, 5, p. 2426 - 2434Research output: Contribution to journal › Article › peer-review
Open Access -
Accelerating Task Generalisation with Multi-Level Skill Hierarchies
Cannon, T. P. & Şimşek, Ö., 28 Apr 2025, The Thirteenth International Conference on Learning Representations. 43 p.Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open AccessFile -
A Convolutional Neural Network for the Detection of Gravity Waves in Satellite Observations and Numerical Simulations
Okui , H., Wright, C. J., Berthelemy, P. G., Hindley, N. P., Hoffmann, L. & Barnes, A. P., 16 Jun 2025, In: Geophysical Research Letters. 52, 11, e2025GL115683.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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Dataset for 'How smart do smart meters need to be?'
Mogles, N. (Creator), Walker, I. (Creator), Ramallo-González, A. (Creator), Lee, J. (Creator), Natarajan, S. (Creator), Padget, J. (Creator), Gabe-Thomas, E. (Creator), Hyniewska, S. (Creator), Lovett, T. (Creator), Ren, G. (Creator), O'Neill, E. (Creator), Hourizi, R. (Creator) & Coley, D. (Creator), University of Bath, 1 Oct 2016
DOI: 10.15125/BATH-00256
Dataset
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ENLITEN - A dataset and its associated analysis code for the paper entitled "Designing sensor sets for capturing energy events in buildings"
Lee, J. (Creator), Gabe-Thomas, E. (Creator), Lovett, T. (Creator), Padget, J. (Creator), Natarajan, S. (Creator) & Coley, D. (Creator), University of Bath, 1 Oct 2016
DOI: 10.15125/BATH-00241
Dataset
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Dataset for "Touché: Data-Driven Interactive Sword Fighting in Virtual Reality"
Dehesa, J. (Creator), Vidler, A. (Supervisor), Lutteroth, C. (Supervisor) & Padget, J. (Supervisor), University of Bath, 6 Jan 2020
DOI: 10.15125/BATH-00754
Dataset
Student theses
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3D Reconstruction and View Synthesis of 360-degree Images for Virtual Reality
Rey-Area, M. (Author), Li, W. (Supervisor), Campbell, N. (Supervisor) & Richardt, C. (Supervisor), 25 Jun 2025Student thesis: Doctoral Thesis › PhD
File -
Probabilistic forecasting of residential electric vehicle charging demand for low voltage distribution network planning
Flower, I. (Author), Li, F. (Supervisor), Padget, J. (Supervisor) & Brace, C. (Supervisor), 25 Jun 2025Student thesis: Doctoral Thesis › PhD
File -
Relieve the dilemma of generalization in machine learning for medical images
Li, Y. (Author), Chen, X. (Supervisor) & Fincham Haines, T. (Supervisor), 2025Student thesis: Doctoral Thesis › PhD
File